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SomaticSignatures: inferring mutational signatures from single-nucleotide variants
Summary: Mutational signatures are patterns in the occurrence of somatic single-nucleotide variants that can reflect underlying mutational processes. The SomaticSignatures package provides flexible, interoperable and easy-to-use tools that identify such signatures in cancer sequencing data. It facil...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4817139/ https://www.ncbi.nlm.nih.gov/pubmed/26163694 http://dx.doi.org/10.1093/bioinformatics/btv408 |
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author | Gehring, Julian S. Fischer, Bernd Lawrence, Michael Huber, Wolfgang |
author_facet | Gehring, Julian S. Fischer, Bernd Lawrence, Michael Huber, Wolfgang |
author_sort | Gehring, Julian S. |
collection | PubMed |
description | Summary: Mutational signatures are patterns in the occurrence of somatic single-nucleotide variants that can reflect underlying mutational processes. The SomaticSignatures package provides flexible, interoperable and easy-to-use tools that identify such signatures in cancer sequencing data. It facilitates large-scale, cross-dataset estimation of mutational signatures, implements existing methods for pattern decomposition, supports extension through user-defined approaches and integrates with existing Bioconductor workflows. Availability and implementation: The R package SomaticSignatures is available as part of the Bioconductor project. Its documentation provides additional details on the methods and demonstrates applications to biological datasets. Contact: julian.gehring@embl.de, whuber@embl.de Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-4817139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48171392016-04-04 SomaticSignatures: inferring mutational signatures from single-nucleotide variants Gehring, Julian S. Fischer, Bernd Lawrence, Michael Huber, Wolfgang Bioinformatics Applications Notes Summary: Mutational signatures are patterns in the occurrence of somatic single-nucleotide variants that can reflect underlying mutational processes. The SomaticSignatures package provides flexible, interoperable and easy-to-use tools that identify such signatures in cancer sequencing data. It facilitates large-scale, cross-dataset estimation of mutational signatures, implements existing methods for pattern decomposition, supports extension through user-defined approaches and integrates with existing Bioconductor workflows. Availability and implementation: The R package SomaticSignatures is available as part of the Bioconductor project. Its documentation provides additional details on the methods and demonstrates applications to biological datasets. Contact: julian.gehring@embl.de, whuber@embl.de Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2015-11-15 2015-07-10 /pmc/articles/PMC4817139/ /pubmed/26163694 http://dx.doi.org/10.1093/bioinformatics/btv408 Text en © The Author 2015. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Gehring, Julian S. Fischer, Bernd Lawrence, Michael Huber, Wolfgang SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title | SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title_full | SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title_fullStr | SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title_full_unstemmed | SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title_short | SomaticSignatures: inferring mutational signatures from single-nucleotide variants |
title_sort | somaticsignatures: inferring mutational signatures from single-nucleotide variants |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4817139/ https://www.ncbi.nlm.nih.gov/pubmed/26163694 http://dx.doi.org/10.1093/bioinformatics/btv408 |
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